continual-learning
continual-learning is an agent skill published by microsoft, listed under deploy & operate. It lives in the microsoft/skills repository, which has 3,148 GitHub stars and is licensed under MIT; we last read it on 2026-09-16.
Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads microsoft/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add microsoft/skills
Maintenance
Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.
continual-learning compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| continual-learning (this page) | microsoft | Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. U… | 3,148 | 2026-10-25 |
| azure-ai-anomalydetector-java(same repository) | microsoft | Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univa… | 3,148 | 2026-10-25 |
| azure-enterprise-infra-planner(same repository) | microsoft | Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and… | 3,148 | 2026-10-25 |
| azure-kubernetes-app-deploy(same repository) | microsoft | Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster.… | 3,148 | 2026-10-25 |
| azure-local(same repository) | microsoft | Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc… | 3,148 | 2026-10-25 |
| azure-mgmt-arizeaiobservabilityeval-dotnet(same repository) | microsoft | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organ… | 3,148 | 2026-10-25 |
| azure-prepare(same repository) | microsoft | Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and… | 3,148 | 2026-10-25 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about continual-learning
- What does continual-learning do?
- Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.
- How do I install continual-learning?
- Run npx skills add microsoft/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes continual-learning?
- microsoft.
- Is continual-learning maintained, and what licence does it use?
- Its repository has 3,148 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the MIT licence.
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